Scitator

Run-Skeleton-Run

Reason8.ai PyTorch solution for NIPS RL 2017 challenge

kittylyst

A tiny Catalyst-like experiment runner framework on top of micrograd.

neurips-18-prosthetics-challenge

NeurIPS 2018: AI for Prosthetics Challenge – 3rd place solution

animus

Minimalistic framework to run machine learning experiments.

RL-intro

run-skeleton-run-in-3d

NeurIPS 2019: Learn to Move - Walk Around, 2nd place solution

workflow

ML project workflow

exp

Experiment Template

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

acme

A library of reinforcement learning components and agents

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

recmetrics

A library of metrics for evaluating recommender systems

sirius-ml

ultimate_posts

Ultimate posts for opendatascience telegram channel

2020-hack

accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

AdamP

Slowing Down the Weight Norm Increase in Momentum-based Optimizers

animus-101-post

blog-2021-sa

catalyst21-post-pics

catalyst22-post-pics

doccano

Open source text annotation tool for machine learning practitioner.

fastai

The fastai deep learning library, plus lessons and tutorials

MILC

MILC on ICA components

MONAI

AI Toolkit for Healthcare Imaging

optuna

A hyperparameter optimization framework

pep8speaks

A GitHub :octocat: app to automatically review Python code style over Pull Requests

pytorchvideo

A deep learning library for video understanding research.

RecSys2019_DeepLearning_Evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

web-pics

Diff pics from the web